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Zengyi-Qin avatar Zengyi-Qin commented on May 14, 2024

https://github.com/myshell-ai/MeloTTS/blob/main/docs/install.md#windows-and-macos-install

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kulogix avatar kulogix commented on May 14, 2024

For Apple Silicon, when manually setting device to "cpu", there's a bug in MeloTTS/melo/text/chinese_bert.py where the device is overridden to 'mps' raises an error that MPS storage location doesn't exist.

get_bert_feature() already has a "device" parameter -- it should be honored as-is.
Only if it's None, then the device should be auto-determined.

Make the following change:

def get_bert_feature(text, word2ph, device=None, model_id='hfl/chinese-roberta-wwm-ext-large')
    ...
-   if (
-       sys.platform == "darwin"
-       and torch.backends.mps.is_available()
-       and device == "cpu"
-   ):
-       device = "mps"
-   if not device:
-       device = "cuda"

+   if device is None:
+       if sys.platform == "darwin" and torch.backends.mps.is_available() and torch.backends.mps.is_built():
+           device = "mps"
+       elif torch.cuda.is_available() and torch.backends.cuda.is_built():
+           device = "cuda"
+       else:
+           device = "cpu"

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